GitHub Trending 日榜 Top 10（2026/11/05）

今日 GitHub 热门项目深度解读，每个项目 500 字讲清楚核心价值。

🏆 第1名：vercel-labs/agent-desktop

Computer use CLI for AI agents

技术栈：Rust
今日增长：+2,470 Star
累计 Star：15,160
Fork 数：1,055
仓库地址：https://github.com/vercel-labs/agent-desktop

🥈 第2名：NVIDIA/auto-ontology

Auto Ontology is a Python framework for building semantic, graph-based reasoning layers over data. It enables deterministic query generation, better context retrieval, and more explainable AI for LLM and agent workflows.

技术栈：Python
今日增长：+2,050 Star
累计 Star：5,088
Fork 数：403
仓库地址：https://github.com/NVIDIA/auto-ontology

🥉 第3名：D4Vinci/Scrapling

🕷️ The BEST Web Scraping framework that handles everything from a single request to a full-scale crawl! Don't be shy, join here: https://discord.gg/EMgGbDceNQ and follow here for daily tips and tricks: https://x.com/Scrapling_dev

技术栈：Python
今日增长：+2,005 Star
累计 Star：96,589
Fork 数：10,117
仓库地址：https://github.com/D4Vinci/Scrapling

第4名：JiaFeiMiao-K-Cat/DiscImageStudio

技术栈：C#
今日增长：+1,778 Star
累计 Star：6,631
Fork 数：236
仓库地址：https://github.com/JiaFeiMiao-K-Cat/DiscImageStudio

第5名：mattpocock/skills

Skills for Real Engineers. Straight from my .agents directory.

技术栈：Shell
今日增长：+1,379 Star
累计 Star：313,353
Fork 数：26,284
仓库地址：https://github.com/mattpocock/skills

第6名：thedotmack/claude-mem

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

技术栈：TypeScript
今日增长：+1,172 Star
累计 Star：112,878
Fork 数：9,804
仓库地址：https://github.com/thedotmack/claude-mem

第7名：floci-io/floci

Light, fluffy, and always free - The AWS Local Emulator alternative

技术栈：Java
今日增长：+1,090 Star
累计 Star：29,647
Fork 数：3,281
仓库地址：https://github.com/floci-io/floci

第8名：github/spec-kit

💫 Toolkit to help you get started with SDD or any other process!

技术栈：Python
今日增长：+808 Star
累计 Star：147,322
Fork 数：13,215
仓库地址：https://github.com/github/spec-kit

第9名：harry0703/MoneyPrinterTurbo

利用 AI 大模型和自动化工作流，根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.

技术栈：Python
今日增长：+617 Star
累计 Star：138,994
Fork 数：22,175
仓库地址：https://github.com/harry0703/MoneyPrinterTurbo

第10名：max-sixty/worktrunk

Worktrunk is a CLI for Git worktree management, designed for parallel AI agent workflows

技术栈：Rust
今日增长：+531 Star
累计 Star：11,050
Fork 数：414
仓库地址：https://github.com/max-sixty/worktrunk